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Resource Persons Dr. U. V. Kulkarni Professor, SGGSCE & T, Nanded Dr. M. B. Kokare Associate Professor, SGGSCE & T, Nanded Sinhgad College of Engineering Department of Computer Engineering One Week STTP on Machine Learning and Computational Intelligence th th (25 - 29 May 2015) REGISTRATION FORM Name: Designation: Department: Name of the Institute: Schedule Day 1 Foundations of machine learning, Features Creation and Feature Scaling Validation and Evaluation- Training/testing data split, Crossvalidation, Precision, recall, and F1 score Day 2 Support Vector Machines, kernels, kernel optimization, Hidden Markov Models, Probability model Day 3 CI Basics: History, Techniques, Applications. ANN: Artificial Neuron Models. Activation Functions. Types, Learning Paradigms. Benefits & Applications. Learning Rules, Single Layer Perceptrons, Single Discrete Perceptron. Address for Correspondence: Email id: Phone: (M) D.D. No.: Date: Name of the Bank and Branch: Amount Rs. : Accomodation Required: Yes / No Signature of Participant: Signature of Principal: Seal of the Institute: Place :______________ Date:_______________ Day 4 Multilayer Perceptron, Generalized Delta Learning Rule. Solved Examples. Fuzzy Sets and Fuzzy Logic, Fuzzy Sets and Fuzzy Logic, Operations on Fuzzy Sets, Fuzzy Reasoning, Fuzzy System Modelling, Static and Dynamic Fuzzy Models, Fuzzy Control Systems, Unsupervised Neural Networks, Fuzzy MinMax Neural Network, Clustering, Basics of Self Organizing Maps Day 5 Genetic Algorithms: Basics, Applications of genetic algorithms. N e u ro - F u z z y Sy s t e m s : N e u ro f u z z y Architectures, Fuzzy Neural Networks - FMM for Classification. General Fuzzy Min Max Neural Network for Classification and Clustering. Data Mining: Basic Concepts of Data Mining, Soft Computing Tools in Data Mining REGISTRATION FEES Academy and Industry delegates : Rs. 4000/Research scholars : Rs. 3500/- REGISTRATION DETAILS Entry limited to 30 participants on first come first serve basis. Course fee includes breakfast, tea, lunch and course kit. REGISTRATION CONTACT Prof. J. B. Kulkarni 7588290710 E-mail: [email protected] ACCOMMODATION Accommodation (if required) will be provided to the out station (Ladies and Gents) participants on shared basis free of cost (with prior information). MODE OF PAYMENT (NEFT/DD) : Please opt one of the payment mode as mentioned below. Demand Draft in favour of “SCOE Comp. Engg. Research Programme.” Payable at Pune. NEFT account details : Name : SCOE Comp. Engg., Research programme. Bank Central Bank of India, Branch- STES Account No.- 3010942358 IFSC : CBIN0284444. Send transactions details along with the registration form to the convener STTP-MLCI 2015 Address for correspondence : To, Prof. P. R. Futane- Head of Dept of Comp. Engg. The Convener STTP-MLCI 2015. STES' Sinhgad College of Engineering Survey No. 44/1, Off Sinhgad Road, Vadgaon (Bk.) Pune-411041.Maharashtra. Ph. No.: 020-2435 4705, Fax:020-2435 7243 CHIEF PATRONS Hon. Prof. M. N. Navale Founder President, STES, Pune. Hon. Dr. (Mrs.) Sunanda M. Navale Founder Secretary, STES, Pune. Hon. Mr. Rohit M. Navale Vice President (HR), STES, Pune. Hon. Mrs. Rachana Navale Ashtekar Vice President (Admin), STES, Pune. PATRONS Dr. A. V. Deshpande Director, STES Vadgaon, Ambegaon Campus, Pune Dr. S. D. Lokhande Principal, SCOE, Pune Dr. Y. P. Reddy Vice-Principal, SCOE, Pune COORDINATORS Prof. C. A. Laulkar, Associate Professor Mobile 9225513117 E-Mail : [email protected] Prof. P. M. Kamde, Associate Professor Mobile 9423086500 E-Mail : [email protected] Prof. M. P. Wankhade, Associate Professor Mobile 9422301571 E-Mail : [email protected] ORGANIZING COMMITTEE Prof. J. B. Kulkarni Prof. S. C. Mhatre Prof. N.G.Bhojne Prof. Venu Manga Prof. S. D. Wable Mr. Y. V. Gajul Mr. M. P. Divakar Mr. M. G. Londhe 7588290710 9892836980 8806972244 8087959259 9970164368 9552596959 9730490616 9975874973 Sinhgad Technical Education Society's Prof. M. N. Navale with visionary objective established Sinhgad Technical Education Society (STES) to provide quality education in the fields of Engineering and Technology, Health Science, Management, Architecture, Pharmacy, Law, Arts, Science, Commerce and School Education. There are 110 institutes under the aegis of STES offering full-fledged primary, secondary and higher education and Ph.D. programs in various branches of Engineering, Science and Management. Sinhgad College of Engineering Sinhgad College of Engineering was established in the year 1996 under STES. The college offers eight AICTE approved degree courses in Engineering and Management. The college also offers Post-Graduate courses in chemical, Civil, IT, Mechanical, E&TC and Computer disciplines. SCOE is a recognized research centre of University of Pune. Department of Computer Engineering The Department of Computer Engineering established in 1996, is the first to start M.E. (Computer Engineering), as Specialization in Computer Networks in 2008 in University of Pune. Department is accredited thrice by the NBA (New Delhi) Objectives of the STTP Explore techniques, mathematical concepts, and machine learning algorithms to facilitate further research in this area. Provide pointers into the literature and exercise a project based on literature search and one or more research papers. Introduce the basic tools and techniques in Computational Intelligence such as Neural Networks and Genetic Algorithms from an application perspective to the students. Application of Computational Intelligence for classification and Pattern Matching Applications. Practicing software implementation of different concepts and algorithms covered in the course. One week ISTE approved Short Term Training Program on Machine Learning and Computational Intelligence (STTP-MLCI) (25th - 29th May 2015) Convener Prof. P. R. Futane Head, Department of Computer Engg. Co-Convener Dr. Mrs. Jayashree Rajesh Prasad Associate Professor, Department of Computer Engineering. Mobile : 9890202229 Department of Computer Engineering Sinhgad Technical Education Society's Sinhgad College of Engineering Survey No. 44/1, Off Sinhgad Road, Vadgaon (Bk.) Pune-411041.Maharashtra. Ph. No.:020-2435 4705, Fax:020-2435 7243 www.sinhgad.edu